For best advice visit http://www.scantips.com
Personally I like to scan to a loss less format e.g. tiff,
and keep these images as "master" copies,
then I change the image using PhotoShop or Gimp and save it as a jpeg for web site purposes.
As these tiff files can be rather large (Megabytes) I archive them off to CDR.